| gestureVelocity {HDcpDetect} | R Documentation |
Gesture Phase Segmentation
Description
The dataset is composed of features extracted from 7 videos with people gesticulating, aiming at studying gesture phase segmentation. It contains velocity and acceleration recording of the experimental subjects' hands and wrists.
Usage
gestureVelocity
Format
A data frame with 1743 observations on the following 33 variables.
- ‘1’
Vectorial velocity of left hand (x coordinate)
- ‘2’
Vectorial velocity of left hand (y coordinate)
- ‘3’
Vectorial velocity of left hand (z coordinate)
- ‘4’
Vectorial velocity of right hand (x coordinate)
- ‘5’
Vectorial velocity of right hand (y coordinate)
- ‘6’
Vectorial velocity of right hand (z coordinate)
- ‘7’
Vectorial velocity of left wrist (x coordinate)
- ‘8’
Vectorial velocity of left wrist (y coordinate)
- ‘9’
Vectorial velocity of left wrist (z coordinate)
- ‘10’
Vectorial velocity of right wrist (x coordinate)
- ‘11’
Vectorial velocity of right wrist (y coordinate)
- ‘12’
Vectorial velocity of right wrist (z coordinate)
- ‘13’
Vectorial acceleration of left hand (x coordinate)
- ‘14’
Vectorial acceleration of left hand (y coordinate)
- ‘15’
Vectorial acceleration of left hand (z coordinate)
- ‘16’
Vectorial acceleration of right hand (x coordinate)
- ‘17’
Vectorial acceleration of right hand (y coordinate)
- ‘18’
Vectorial acceleration of right hand (z coordinate)
- ‘19’
Vectorial acceleration of left wrist (x coordinate)
- ‘20’
Vectorial acceleration of left wrist (y coordinate)
- ‘21’
Vectorial acceleration of left wrist (z coordinate)
- ‘22’
Vectorial acceleration of right wrist (x coordinate)
- ‘23’
Vectorial acceleration of right wrist (y coordinate)
- ‘24’
Vectorial acceleration of z coordinate (z coordinate)
- ‘25’
Scalar velocity of left hand
- ‘26’
Scalar velocity of right hand
- ‘27’
Scalar velocity of left hand
- ‘28’
Scalar velocity of right wrist
- ‘29’
Scalar velocity of left hand
- ‘30’
Scalar velocity of right hand
- ‘31’
Scalar velocity of left wrist
- ‘32’
Scalar velocity of right wrist
PhasePhase of gesture: D(rest position),P(preparation),S(stroke),H(hold),R(retraction)
Source
https://archive.ics.uci.edu/ml/datasets/gesture+phase+segmentation#
1. Madeo, R. C. B. ; Lima, C. A. M. ; PERES, S. M. . Gesture Unit Segmentation using Support Vector Machines: Segmenting Gestures from Rest Positions. In: Symposium on Applied Computing (SAC), 2013, Coimbra. Proceedings of the 28th Annual ACM Symposium on Applied Computing (SAC), 2013. p. 46-52.
2. Wagner, P. K. ; PERES, S. M. ; Madeo, R. C. B. ; Lima, C. A. M. ; Freitas, F. A. . Gesture Unit Segmentation Using Spatial-Temporal Information and Machine Learning. In: 27th Florida Artificial Intelligence Research Society Conference (FLAIRS), 2014, Pensacola Beach. Proceedings of the 27th Florida Artificial Intelligence Research Society Conference (FLAIRS). Palo Alto : The AAAI Press, 2014. p. 101-106.